umutcagand
Systems DeveloperMost of my public work sits close to the system: AMD XDNA/NPU experiments, firmware reverse engineering, and tooling around the hardware. I prefer projects with measurable behavior, reproducible notes, and working code over polished demos.
Technical focus
Local AI & acceleratorsAMD XDNA1, AIE2 kernels, MLIR-AIE/IRON, XRT, and local inference runtimes. Firmware & reverse engineeringFirmware extraction, binary analysis, reproducible hardware notes, and validation tooling. Systems toolingPython, C/C++, Linux, CLI tooling, APIs, and automation around low-level projects.